Synthetic dataset of emergency services comprised of several CSV files that we have generated using a simulation software. This dataset is open for public use; please cite our work if used in research or applications. File Overview CheckBloodPressure.csv** - (9 KB): Contains blood pressure Server records of patients. CheckPatientType.csv** - (19 KB): Identifies the type of each patient (e.g., 1 or 3). Fill_Information.csv - (2 KB): Fill information records for new patients. MedicalRecord1.csv - (10 KB): Medical record dataset for patient type 1. MedicalRecord2.csv - (4 KB): Medical record dataset for patient type 2. MedicalRecord3.csv - (2 KB): Medical record dataset for patient type 3. MedicalRecord4.csv - (13 KB): Medical record dataset for patient type 4. OutPatientDepartment.csv - (18 KB): Data related to the satisfaction and length of stay of an given patient. Triage.csv - (13 KB): Data related to the triage process. README.txt - (4 KB): Documentation of the dataset, including structure, metadata, and usage. Common Fields Across Files Patient ID (Integer): Unique identifier for each patient. Patient Type (Integer): Classification of patient (e.g., 1, 4). Medical Records Arrival Time (DateTime): Timestamp of the patient's first arrival in the medical record department. Exiting Time (DateTime): Timestamp when the patient exits a Server. Waiting Time (min) (Real): Total waiting time before being attended to. Resource Used (String): Resource (e.g., Operator) allocated to the patient. Utilization % (Real): Utilization rate of the resource as a percentage. Queue Count Before Processing (Integer): Number of patients in the queue before processing begins. Queue Count After Processing (Integer): Number of patients in the queue after processing ends. Queue Difference (Integer): Difference between the before and after queue counts. Length of Stay (min) (Real): Total time spent in the simulation by the patient. LOS without Queues (min) (Real): Length of stay excluding any queuing time. Satisfaction % (Real): Patient satisfaction rating based on their experience. New Patient? (String): Indicates if this is a new patient or a returning one.

Florida COVID-19 Case Line data, exported from the Florida Department of Health (FDOH) GIS Layer on date seen in file name. Archived by the University of South Florida Libraries, Digital Heritage and Humanities Collections. Contact: LibraryGIS@usf.edu. Starting on 4/6/2021, the Florida Department of Health (FDOH) changed the way they provide COVID-19 caseline data. Beginning with this date forward, the caseline data is being archived as two separate files, one for 2020 and one for 2021. The 2020 file is still being modified by the FDOH, with attributes and cases added for events recorded in 2020. These data will continue to be archived by the USF Libraries DHHC as long as they are still being modified by the FDOH, to provide legacy archive, data research, and transparency-checking potential. Please Cite Our GIS HUB. If you are a researcher or other utilizing our Florida COVID-19 HUB as a tool or accessing and utilizing the data provided herein, please provide an acknowledgement of such in any publication or re-publication. The following citation is suggested: University of South Florida Libraries, Digital Heritage and Humanities Collections. 2020-2021. Florida COVID-19 Hub. Available at https://covid19-usflibrary.hub.arcgis.com/. https://doi.org/10.5038/USF-COVID-19-GISLive FDOH Data Source: https://www.arcgis.com/home/item.html?id=1d8756918efd40258ae05723f1c4ece0 or Direct Download at: https://www.arcgis.com/home/item.html?id=a47fdde491934397b7e94043e71eb741. Archives for this data layer begin on 5/11/2020. Archived data was exported directly from the live FDOH layer into the archive by the University of South Florida Libraries - Digital Heritage and Humanities Collection.For data definitions please visit the following box folder: https://usf.box.com/s/vfjwbczkj73ucj19yvwz53at6v6w614hData definition files names include the relative date they were published. The below information was taken from ancillary documents associated with the original layer from the Florida Department of Health. This data table represents all laboratory-confirmed cases of COVID-19 in Florida tabulated from the previous day's totals by the Florida Department of Health. Persons Under Investigation/Surveillance (PUI):Essentially, PUIs are any person who has been or is waiting to be tested. This includes: persons who are considered high-risk for COVID-19 due to recent travel, contact with a known case, exhibiting symptoms of COVID-19 as determined by a healthcare professional, or some combination thereof. PUI’s also include people who meet laboratory testing criteria based on symptoms and exposure, as well as confirmed cases with positive test results. PUIs include any person who is or was being tested, including those with negative and pending results.All PUIs fit into one of three residency types:1. Florida residents tested in Florida2. Non-Florida residents tested in Florida 3. Florida residents tested outside of Florida Florida Residents Tested Elsewhere: The total number of Florida residents with positive COVID-19 test results who were tested outsideof Florida, and were not exposed/infectious in Florida. Non-Florida Residents Tested in Florida: The total number of people with positive COVID-19 test results who were tested, exposed, and/or infectious while in Florida, but are legal residents of another state.Table Guide for Records of Confirmed Positive Cases of COVID-19"County": The Florida county where the individual with COVID-19's case has been processed. "Jurisdiction" of the case:"FL resident" -- a resident of Florida"Non-FL resident" -- someone who resides outside of Florida "Travel_Related": Whether or not the positive case of COVID-19 is designated as related to recent travel by the individual. "No" -- Case designated as not being a risk related to recent travel"Unknown" -- Case designated where a travel-related designation has not yet been made."Yes" -- Case is designated as travel-related for a person who recently traveled overseas or to an area with community"Origin": Where the person likely contracted the virus before arriving / returning to Florida."EDvisit": Whether or not an individual who tested positive for coronavirus visited and was admitted to an Emergency Department related to health conditions surrounding COVID-19."No" -- Individual was not admitted to an emergency department relating to health conditions surrounding the contraction of COVID-19"Unknown" -- It is unknown whether the individual was admitted to an emergency department relating to health conditions surrounding the contraction of COVID-19"Yes" -- Individual was admitted to an emergency department relating to health conditions surrounding the contraction of COVID-19“Hospitalized”: Whether or not a patient who receives a positive laboratory confirmed test for COVID-19 receives inpatient care at a hospital at any time during illness. These people may no longer be hospitalized. This information does not indicate that a COVID-19 positive person is currently hospitalized, only that they have been hospitalized for health conditions relating to COVID-19 at some point during their illness. "No" -- Individual was not admitted for inpatient care at a hospital at any time during illness "Unknown" -- It is unknown whether the individual was admitted for inpatient care at a hospital at any time during illness "Yes" -- Individual was admitted for inpatient care at a hospital at some point during the illness "Died": Whether or not the individual who tested positive for COVID-19 died as a result of health complications from the viral infection. "NA" -- Not applicable / resident has not died "Yes" -- Individual died of a health complication resulting from COVID-19 "Contact": Whether the person contracted COVID-19 from contact with current or previously confirmedcases."No" -- Case with no known contact with current or previously confirmed cases"Yes" -- Case with known contact with current or previously confirmed cases"Unknown" -- Case where contact with current or previous confirmedcases is not known or under investigation"Case_": The date the positive laboratory result was received in the Department of Health’s database system and became a “confirmed case.” This is not the date a person contracted the virus, became symptomatic, or was treated. Florida does not create a case or count suspected/probable cases in the case counts without a confirmed-positive lab result. "EventDate": When the individual reported likely first experiencing symptoms related to COVID-19. "ChartDate": Also the date the positive laboratory result for an individual was received in the Department ofHealth’s database system and became a recorded, “confirmed case” of COVID-19 in the state. Data definitions updated by the FDOH on 5/13/2020.